Index A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V | W A Accuracy (class in aitlas.metrics.segmentation) accuracy() (MultiClassRunningScore method) (MultiLabelRunningScore method) (RunningScore method) AccuracyScore (class in aitlas.metrics.classification) ActivationsAndGradients (class in aitlas.visualizations.grad_cam) aggregate_multi_layers() (BaseCAM method) AIDDataset (class in aitlas.datasets.aid) AIDMultiLabelDataset (class in aitlas.datasets.aid_multilabel) AIRSDataset (class in aitlas.datasets.airs) aitlas.base.classification module aitlas.base.config module aitlas.base.datasets module aitlas.base.metrics module aitlas.base.models module aitlas.base.object_detection module aitlas.base.schemas module aitlas.base.segmentation module aitlas.base.tasks module aitlas.base.transforms module aitlas.base.visualizations module aitlas.clustering.kmeans module aitlas.clustering.pic module aitlas.clustering.utils module aitlas.datasets.aid module aitlas.datasets.aid_multilabel module aitlas.datasets.airs module aitlas.datasets.amazon_rainforest module aitlas.datasets.big_earth_net module aitlas.datasets.brazilian_coffee_scenes module aitlas.datasets.breizhcrops module aitlas.datasets.camvid module aitlas.datasets.chactun module aitlas.datasets.clrs module aitlas.datasets.crops_classification module aitlas.datasets.dfc15_multilabel module aitlas.datasets.eopatch_crops module aitlas.datasets.eurosat module aitlas.datasets.inria module aitlas.datasets.landcover_ai module aitlas.datasets.massachusetts_buildings module aitlas.datasets.massachusetts_roads module aitlas.datasets.mlrs_net module aitlas.datasets.multiclass_classification module aitlas.datasets.multilabel_classification module aitlas.datasets.npz module aitlas.datasets.object_detection module aitlas.datasets.optimal_31 module aitlas.datasets.pattern_net module aitlas.datasets.planet_uas module aitlas.datasets.resisc45 module aitlas.datasets.rsd46_whu module aitlas.datasets.rsi_cb256 module aitlas.datasets.rsscn7 module aitlas.datasets.sat6 module aitlas.datasets.schemas module aitlas.datasets.semantic_segmentation module aitlas.datasets.siri_whu module aitlas.datasets.so2sat module aitlas.datasets.spacenet6 module aitlas.datasets.uc_merced module aitlas.datasets.uc_merced_multilabel module aitlas.datasets.urls module aitlas.datasets.whu_rs19 module aitlas.metrics.classification module aitlas.metrics.segmentation module aitlas.models.alexnet module aitlas.models.cnn_rnn module aitlas.models.convnext module aitlas.models.deeplabv3 module aitlas.models.deeplabv3plus module aitlas.models.densenet module aitlas.models.efficientnet module aitlas.models.efficientnet_v2 module aitlas.models.fasterrcnn module aitlas.models.fcn module aitlas.models.hrnet module aitlas.models.inceptiontime module aitlas.models.lstm module aitlas.models.mlp_mixer module aitlas.models.msresnet module aitlas.models.omniscalecnn module aitlas.models.resnet module aitlas.models.schemas module aitlas.models.shallow module aitlas.models.starrnn module aitlas.models.swin_transformer module aitlas.models.tempcnn module aitlas.models.transformer module aitlas.models.unet module aitlas.models.unet_efficientnet module aitlas.models.unsupervised module aitlas.models.vgg module aitlas.models.vision_transformer module aitlas.run module aitlas.tasks.evaluate module aitlas.tasks.extract_features module aitlas.tasks.predict module aitlas.tasks.prepare module aitlas.tasks.schemas module aitlas.tasks.split module aitlas.tasks.train module aitlas.tasks.unsupervised_pre_training module aitlas.tasks.visualize module aitlas.transforms.big_earth_net module aitlas.transforms.breizhcrops module aitlas.transforms.classification module aitlas.transforms.joint_transforms module aitlas.transforms.object_detection module aitlas.transforms.segmentation module aitlas.transforms.spacenet6 module aitlas.utils.segmentation_losses module aitlas.utils.utils module aitlas.visualizations.classification module aitlas.visualizations.eopatch module aitlas.visualizations.grad_cam module aitlas.visualizations.segmentation module AlexNet (class in aitlas.models.alexnet) AlexNetMultiLabel (class in aitlas.models.alexnet) allocate_device() (BaseModel method) ALPHA (FocalLoss attribute) AmazonRainforestDataset (class in aitlas.datasets.amazon_rainforest) apply_transformations() (BaseObjectDetectionDataset method) (SemanticSegmentationDataset method) arrange_clustering() (in module aitlas.clustering.utils) AveragedScore (class in aitlas.metrics.classification) B BaseCAM (class in aitlas.visualizations.grad_cam) BaseClassifierSchema (class in aitlas.base.schemas) BaseDataset (class in aitlas.base.datasets) BaseDatasetSchema (class in aitlas.base.schemas) BaseDetailedVisualization (class in aitlas.base.visualizations) BaseMetric (class in aitlas.base.metrics) BaseModel (class in aitlas.base.models) BaseModelSchema (class in aitlas.base.schemas) BaseMulticlassClassifier (class in aitlas.base.classification) BaseMultilabelClassifier (class in aitlas.base.classification) BaseObjectDetection (class in aitlas.base.object_detection) BaseObjectDetectionDataset (class in aitlas.datasets.object_detection) BaseObjectDetectionSchema (class in aitlas.base.schemas) BaseSegmentationClassifier (class in aitlas.base.segmentation) BaseSegmentationClassifierSchema (class in aitlas.base.schemas) BaseSplitTask (class in aitlas.tasks.split) BaseTask (class in aitlas.base.tasks) BaseTaskShema (class in aitlas.tasks.schemas) BaseTransforms (class in aitlas.base.transforms) BaseTransformsSchema (class in aitlas.base.schemas) BaseVisualization (class in aitlas.base.visualizations) BasicBlock3x3 (class in aitlas.models.msresnet) BasicBlock5x5 (class in aitlas.models.msresnet) BasicBlock7x7 (class in aitlas.models.msresnet) BigEarthNetDataset (class in aitlas.datasets.big_earth_net) BigEarthNetSchema (class in aitlas.datasets.schemas) BrazilianCoffeeScenesDataset (class in aitlas.datasets.brazilian_coffee_scenes) BreizhCropsDataset (class in aitlas.datasets.breizhcrops) BreizhCropsSchema (class in aitlas.datasets.schemas) brightness() (in module aitlas.transforms.spacenet6) build_folder_structure() (BreizhCropsDataset method) build_layer_with_layer_parameter (class in aitlas.models.omniscalecnn) C calculate() (Accuracy method) (AccuracyScore method) (AveragedScore method) (BaseMetric method) (CompositeMetric method) (DiceCoefficient method) (F1ScoreSample method) (FocalLoss method) (IoU method) CamVidDataset (class in aitlas.datasets.camvid) ChactunDataset (class in aitlas.datasets.chactun) ClassificationDatasetSchema (class in aitlas.datasets.schemas) ClassifierOutputTarget (class in aitlas.visualizations.grad_cam) CLRSDataset (class in aitlas.datasets.clrs) cls2multihot() (in module aitlas.datasets.big_earth_net) cluster() (Kmeans method) (PIC method) cluster_assign() (in module aitlas.clustering.utils) CNNRNN (class in aitlas.models.cnn_rnn) CNNRNNModelSchema (class in aitlas.models.schemas) collate_fn() (in module aitlas.utils.utils) color_mapping (AIRSDataset attribute) (AmazonRainforestDataset attribute) (CamVidDataset attribute) (ChactunDataset attribute) (InriaDataset attribute) (LandCoverAiDataset attribute) (MassachusettsBuildingsDataset attribute) (MassachusettsRoadsDataset attribute) (SemanticSegmentationDataset attribute) ColorTransformations (class in aitlas.transforms.segmentation) ComplexTransform (class in aitlas.transforms.classification) CompositeMetric (class in aitlas.metrics.segmentation) compute() (ObjectDetectionRunningScore method) compute_cam_per_layer() (BaseCAM method) compute_features() (in module aitlas.models.unsupervised) Config (class in aitlas.base.config) Configurable (class in aitlas.base.config) configurables (BaseTransforms attribute) (NormalizeAllBands attribute) (ResizeToTensorNormalizeRGB attribute) (SelectBands attribute) contrast() (in module aitlas.transforms.spacenet6) Conv1D_BatchNorm_Relu_Dropout (class in aitlas.models.tempcnn) conv3x3() (in module aitlas.models.msresnet) conv5x5() (in module aitlas.models.msresnet) conv7x7() (in module aitlas.models.msresnet) ConvertToRGBResizeCenterCropToTensor (class in aitlas.transforms.classification) ConvNeXtTiny (class in aitlas.models.convnext) ConvNeXtTinyMultiLabel (class in aitlas.models.convnext) count() (MultiLabelRunningScore method) create_dataset() (BaseTask static method) CropsDataset (class in aitlas.datasets.crops_classification) CropsDatasetSchema (class in aitlas.datasets.schemas) current_ts() (in module aitlas.utils.utils) D data_distribution_barchart() (BaseDataset method) (BigEarthNetDataset method) (BreizhCropsDataset method) (CropsDataset method) (MultiClassClassificationDataset method) (MultiLabelClassificationDataset method) (NpzDataset method) (ObjectDetectionCocoDataset method) (ObjectDetectionPascalDataset method) (SAT6Dataset method) (SemanticSegmentationDataset method) (So2SatDataset method) data_distribution_table() (BaseDataset method) (BigEarthNetDataset method) (BreizhCropsDataset method) (CropsDataset method) (MultiClassClassificationDataset method) (MultiLabelClassificationDataset method) (NpzDataset method) (ObjectDetectionCocoDataset method) (ObjectDetectionPascalDataset method) (SAT6Dataset method) (SemanticSegmentationDataset method) (So2SatDataset method) dataloader() (BaseDataset method) (BaseObjectDetectionDataset method) DecoderRNN (class in aitlas.models.cnn_rnn) DeepLabV3 (class in aitlas.models.deeplabv3) DeepLabV3Plus (class in aitlas.models.deeplabv3plus) DenseNet161 (class in aitlas.models.densenet) DenseNet161MultiLabel (class in aitlas.models.densenet) detect_objects() (BaseModel method) DFC15MultiLabelDataset (class in aitlas.datasets.dfc15_multilabel) DiceCoefficient (class in aitlas.metrics.segmentation) DiceLoss (class in aitlas.models.unet_efficientnet) (class in aitlas.utils.segmentation_losses) display_eopatch_predictions() (in module aitlas.visualizations.eopatch) display_image_labels() (in module aitlas.visualizations.classification) display_image_segmentation() (in module aitlas.visualizations.segmentation) download_csv_files() (BreizhCropsDataset method) download_file() (in module aitlas.datasets.breizhcrops) (in module aitlas.datasets.eopatch_crops) download_h5_database() (BreizhCropsDataset method) DownloadProgressBar (class in aitlas.datasets.breizhcrops) (class in aitlas.datasets.eopatch_crops) dump_fields (BaseClassifierSchema attribute) (BaseObjectDetectionSchema attribute) (BaseSegmentationClassifierSchema attribute) (BigEarthNetSchema attribute) (BreizhCropsSchema attribute) (ClassificationDatasetSchema attribute) (CNNRNNModelSchema attribute) (CropsDatasetSchema attribute) (EvaluateTaskSchema attribute) (ExtractFeaturesTaskSchema attribute) (InceptionTimeSchema attribute) (LSTMSchema attribute) (MatDatasetSchema attribute) (MSResNetSchema attribute) (NPZDatasetSchema attribute) (ObjectDetectionCocoDatasetSchema attribute) (ObjectDetectionPascalDatasetSchema attribute) (OmniScaleCNNSchema attribute) (OptimizeTaskSchema attribute) (PredictTaskSchema attribute) (PrepareTaskSchema attribute) (SegmentationDatasetSchema attribute) (So2SatDatasetSchema attribute) (SpaceNet6DatasetSchema attribute) (SplitTaskSchema attribute) (StarRNNSchema attribute) (TempCNNSchema attribute) (TrainAndEvaluateTaskSchema attribute) (TrainTaskSchema attribute) (TransformerModelSchema attribute) (UNetEfficientNetModelSchema attribute) (UnsupervisedDeepMulticlassClassifierSchema attribute) (VisualizeTaskSchema attribute) dumps_pickle() (in module aitlas.datasets.big_earth_net) E EarlyStopping (class in aitlas.base.models) EfficientNetB0 (class in aitlas.models.efficientnet) EfficientNetB0MultiLabel (class in aitlas.models.efficientnet) EfficientNetB4 (class in aitlas.models.efficientnet) EfficientNetB4MultiLabel (class in aitlas.models.efficientnet) EfficientNetB7 (class in aitlas.models.efficientnet) EfficientNetB7MultiLabel (class in aitlas.models.efficientnet) EfficientNetV2 (class in aitlas.models.efficientnet_v2) EfficientNetV2MultiLabel (class in aitlas.models.efficientnet_v2) EncoderCNN (class in aitlas.models.cnn_rnn) EOPatchCrops (class in aitlas.datasets.eopatch_crops) EurosatDataset (class in aitlas.datasets.eurosat) evaluate() (BaseModel method) (UNetEfficientNet method) evaluate_model() (BaseModel method) (BaseObjectDetection method) EvaluateTask (class in aitlas.tasks.evaluate) EvaluateTaskSchema (class in aitlas.tasks.schemas) evaluation() (in module aitlas.models.unet_efficientnet) expansion (BasicBlock3x3 attribute) (BasicBlock5x5 attribute) (BasicBlock7x7 attribute) export_predictions_to_csv() (PredictEOPatchTask method) (PredictTask method) extensions (BaseSplitTask attribute) extract_features() (AlexNet method) (AlexNetMultiLabel method) (BaseModel method) (ConvNeXtTiny method) (ConvNeXtTinyMultiLabel method) (DenseNet161 method) (DenseNet161MultiLabel method) (EfficientNetB0 method) (EfficientNetB0MultiLabel method) (EfficientNetB4 method) (EfficientNetB4MultiLabel method) (EfficientNetB7 method) (EfficientNetB7MultiLabel method) (ResNet152 method) (ResNet152MultiLabel method) (ResNet50 method) (ResNet50MultiLabel method) (VGG16 method) (VGG16MultiLabel method) (VGG19 method) (VGG19MultiLabel method) ExtractFeaturesTask (class in aitlas.tasks.extract_features) ExtractFeaturesTaskSchema (class in aitlas.tasks.schemas) F f1_score() (RunningScore method) F1Score (class in aitlas.metrics.classification) F1ScoreSample (class in aitlas.metrics.segmentation) FasterRCNN (class in aitlas.models.fasterrcnn) FC_BatchNorm_Relu_Dropout (class in aitlas.models.tempcnn) FCN (class in aitlas.models.fcn) fields (BaseClassifierSchema attribute) (BaseObjectDetectionSchema attribute) (BaseSegmentationClassifierSchema attribute) (BigEarthNetSchema attribute) (BreizhCropsSchema attribute) (ClassificationDatasetSchema attribute) (CNNRNNModelSchema attribute) (CropsDatasetSchema attribute) (EvaluateTaskSchema attribute) (ExtractFeaturesTaskSchema attribute) (InceptionTimeSchema attribute) (LSTMSchema attribute) (MatDatasetSchema attribute) (MSResNetSchema attribute) (NPZDatasetSchema attribute) (ObjectDetectionCocoDatasetSchema attribute) (ObjectDetectionPascalDatasetSchema attribute) (OmniScaleCNNSchema attribute) (OptimizeTaskSchema attribute) (PredictTaskSchema attribute) (PrepareTaskSchema attribute) (SegmentationDatasetSchema attribute) (So2SatDatasetSchema attribute) (SpaceNet6DatasetSchema attribute) (SplitTaskSchema attribute) (StarRNNSchema attribute) (TempCNNSchema attribute) (TrainAndEvaluateTaskSchema attribute) (TrainTaskSchema attribute) (TransformerModelSchema attribute) (UNetEfficientNetModelSchema attribute) (UnsupervisedDeepMulticlassClassifierSchema attribute) (VisualizeTaskSchema attribute) find_maxima_cluster() (in module aitlas.clustering.utils) fit() (BaseModel method) Flatten (class in aitlas.models.tempcnn) (class in aitlas.models.transformer) FlipHVRandomRotate (class in aitlas.transforms.joint_transforms) FlipHVToTensorV2 (class in aitlas.transforms.joint_transforms) FocalLoss (class in aitlas.metrics.segmentation) (class in aitlas.utils.segmentation_losses) FocalLoss2d (class in aitlas.models.unet_efficientnet) forward() (AlexNet method) (AlexNetMultiLabel method) (BaseCAM method) (BaseModel method) (BasicBlock3x3 method) (BasicBlock5x5 method) (BasicBlock7x7 method) (build_layer_with_layer_parameter method) (CNNRNN method) (Conv1D_BatchNorm_Relu_Dropout method) (ConvNeXtTiny method) (ConvNeXtTinyMultiLabel method) (DecoderRNN method) (DeepLabV3 method) (DeepLabV3Plus method) (DenseNet161 method) (DenseNet161MultiLabel method) (DiceLoss method), [1] (EfficientNetB0 method) (EfficientNetB0MultiLabel method) (EfficientNetB4 method) (EfficientNetB4MultiLabel method) (EfficientNetB7 method) (EfficientNetB7MultiLabel method) (EfficientNetV2 method) (EfficientNetV2MultiLabel method) (EncoderCNN method) (FasterRCNN method) (FC_BatchNorm_Relu_Dropout method) (FCN method) (Flatten method), [1] (FocalLoss method) (FocalLoss2d method) (HRNet method) (HRNetModule method) (HRNetSegHead method) (InceptionModule method) (InceptionTime method) (LSTM method) (MLPMixer method) (MLPMixerMultilabel method) (MSResNet method) (OmniScaleCNN method) (ResNet152 method) (ResNet152MultiLabel method) (ResNet50 method) (ResNet50MultiLabel method) (SampaddingConv1D_BN method) (ShallowCNNNet method) (ShallowCNNNetMultilabel method) (StarCell method) (StarLayer method) (StarRNN method) (SwinTransformer method) (SwinTransformerMultilabel method) (TempCNN method) (TransformerModel method) (Unet method) (UNetEfficientNet method) (UnsupervisedDeepMulticlassClassifier method) (VGG method) (VGG16 method) (VGG16MultiLabel method) (VGG19 method) (VGG19MultiLabel method) (VisionTransformer method) (VisionTransformerMultilabel method) forward_augmentation_smoothing() (BaseCAM method) freeze() (AlexNet method) (AlexNetMultiLabel method) (ConvNeXtTiny method) (ConvNeXtTinyMultiLabel method) (DenseNet161 method) (DenseNet161MultiLabel method) (EfficientNetB0 method) (EfficientNetB0MultiLabel method) (EfficientNetB4 method) (EfficientNetB4MultiLabel method) (EfficientNetB7 method) (EfficientNetB7MultiLabel method) (ResNet152 method) (ResNet152MultiLabel method) (ResNet50 method) (ResNet50MultiLabel method) (SwinTransformer method) (SwinTransformerMultilabel method) (VGG16 method) (VGG16MultiLabel method) (VGG19 method) (VGG19MultiLabel method) (VisionTransformer method) (VisionTransformerMultilabel method) G GAMMA (FocalLoss attribute) GenEfficientNet (class in aitlas.models.unet_efficientnet) generate_indexes_epoch() (UnifLabelSampler method) generate_layer_parameter_list() (in module aitlas.models.omniscalecnn) generate_parameters() (in module aitlas.tasks.train) generate_parameters_for_range() (in module aitlas.tasks.train) generate_task_id() (BaseTask method) get_2d_projection() (in module aitlas.visualizations.grad_cam) get_cam_image() (BaseCAM method) get_cam_weights() (BaseCAM method) (GradCAM method) get_class() (in module aitlas.utils.utils) get_classes_to_ind() (BreizhCropsDataset method) get_codes() (BreizhCropsDataset method) (CropsDataset method) get_computed() (RunningScore method) get_distribution() (VisualizeTask method) get_distribution_for_split() (VisualizeTask method) get_fid() (BreizhCropsDataset method) get_item_name() (BigEarthNetDataset method) get_labels() (BaseDataset method) (BaseObjectDetectionDataset method) (BigEarthNetDataset method) (BreizhCropsDataset method) (CropsDataset method) (MultiClassClassificationDataset method) (MultiLabelClassificationDataset method) (NpzDataset method) (SAT6Dataset method) (SemanticSegmentationDataset method) (So2SatDataset method) get_name() (BaseDataset method) get_out_channel_number() (in module aitlas.models.omniscalecnn) get_outcomes() (MultiLabelRunningScore method) get_predicted() (BaseModel method) (BaseMulticlassClassifier method) (BaseMultilabelClassifier method) (BaseObjectDetection method) (BaseSegmentationClassifier method) get_Prime_number_in_a_range() (in module aitlas.models.omniscalecnn) get_samples() (MultiLabelRunningScore method) get_scores() (ObjectDetectionRunningScore method) (RunningScore method) get_target_width_height() (BaseCAM method) GradCAM (class in aitlas.visualizations.grad_cam) GrayToRGB (class in aitlas.transforms.classification) H has_file_allowed_extension() (in module aitlas.utils.utils) has_val() (BaseSplitTask method) HRNet (class in aitlas.models.hrnet) HRNetModule (class in aitlas.models.hrnet) HRNetSegHead (class in aitlas.models.hrnet) I image_invert() (in module aitlas.utils.utils) image_loader() (in module aitlas.utils.utils) ImageFolderDataset (class in aitlas.tasks.predict) ImageLabelsVisualization (class in aitlas.visualizations.classification) ImageMaskPredictionVisualization (class in aitlas.visualizations.segmentation) InceptionModule (class in aitlas.models.inceptiontime) InceptionTime (class in aitlas.models.inceptiontime) InceptionTimeSchema (class in aitlas.models.schemas) InriaDataset (class in aitlas.datasets.inria) interp_band() (in module aitlas.datasets.big_earth_net) IoU (class in aitlas.metrics.segmentation) iou() (MultiClassRunningScore method) (MultiLabelRunningScore method) (RunningScore method) is_multilabel (BaseSplitTask attribute) is_split_valid() (BaseSplitTask method) K kaggle_format() (in module aitlas.datasets.planet_uas) kappa() (MultiClassRunningScore method) key (Accuracy attribute) (AccuracyScore attribute) (CompositeMetric attribute) (DiceCoefficient attribute) (F1Score attribute) (F1ScoreSample attribute) (FocalLoss attribute) (IoU attribute) (PrecisionScore attribute) (RecallScore attribute) Kmeans (class in aitlas.clustering.kmeans) L labels (AIDDataset attribute) (AIDMultiLabelDataset attribute) (AIRSDataset attribute) (AmazonRainforestDataset attribute) (BaseDataset attribute) (BrazilianCoffeeScenesDataset attribute) (CamVidDataset attribute) (ChactunDataset attribute) (CLRSDataset attribute) (DFC15MultiLabelDataset attribute) (EurosatDataset attribute) (InriaDataset attribute) (LandCoverAiDataset attribute) (MassachusettsBuildingsDataset attribute) (MassachusettsRoadsDataset attribute) (MLRSNetMultiLabelDataset attribute) (NpzDataset attribute) (ObjectDetectionPascalDataset attribute) (Optimal31Dataset attribute) (PatternNetDataset attribute) (PlanetUASMultiLabelDataset attribute) (Resisc45Dataset attribute) (RSD46WHUDataset attribute) (RSICB256Dataset attribute) (RSSCN7Dataset attribute) (SAT6Dataset attribute) (SemanticSegmentationDataset attribute) (SiriWhuDataset attribute) (So2SatDataset attribute) (UcMercedDataset attribute) (UcMercedMultiLabelDataset attribute) (WHURS19Dataset attribute) labels() (SpaceNet6Dataset method) labels_stats() (BigEarthNetDataset method) (MultiLabelClassificationDataset method) LandCoverAiDataset (class in aitlas.datasets.landcover_ai) load() (BreizhCropsDataset method) load_aitlas_format_dataset() (in module aitlas.utils.utils) load_classmapping() (BreizhCropsDataset method) (CropsDataset method) load_criterion() (BaseModel method) (BaseMulticlassClassifier method) (BaseMultilabelClassifier method) (BaseObjectDetection method) (BaseSegmentationClassifier method) load_culturecode_and_id() (BreizhCropsDataset method) load_dataset() (AmazonRainforestDataset method) (CamVidDataset method) (ChactunDataset method) (MultiClassClassificationDataset method) (MultiLabelClassificationDataset method) (NpzDataset method) (ObjectDetectionCocoDataset method) (ObjectDetectionPascalDataset method) (SAT6Dataset method) (SemanticSegmentationDataset method) load_directory() (SpaceNet6Dataset method) load_fields (BaseClassifierSchema attribute) (BaseObjectDetectionSchema attribute) (BaseSegmentationClassifierSchema attribute) (BigEarthNetSchema attribute) (BreizhCropsSchema attribute) (ClassificationDatasetSchema attribute) (CNNRNNModelSchema attribute) (CropsDatasetSchema attribute) (EvaluateTaskSchema attribute) (ExtractFeaturesTaskSchema attribute) (InceptionTimeSchema attribute) (LSTMSchema attribute) (MatDatasetSchema attribute) (MSResNetSchema attribute) (NPZDatasetSchema attribute) (ObjectDetectionCocoDatasetSchema attribute) (ObjectDetectionPascalDatasetSchema attribute) (OmniScaleCNNSchema attribute) (OptimizeTaskSchema attribute) (PredictTaskSchema attribute) (PrepareTaskSchema attribute) (SegmentationDatasetSchema attribute) (So2SatDatasetSchema attribute) (SpaceNet6DatasetSchema attribute) (SplitTaskSchema attribute) (StarRNNSchema attribute) (TempCNNSchema attribute) (TrainAndEvaluateTaskSchema attribute) (TrainTaskSchema attribute) (TransformerModelSchema attribute) (UNetEfficientNetModelSchema attribute) (UnsupervisedDeepMulticlassClassifierSchema attribute) (VisualizeTaskSchema attribute) load_fold() (SpaceNet6Dataset method) load_folder_per_class_dataset() (in module aitlas.utils.utils) load_images() (BaseSplitTask method) load_lr_scheduler() (BaseModel method) (BaseMulticlassClassifier method) (BaseMultilabelClassifier method) (BaseObjectDetection method) (BaseSegmentationClassifier method) (UNetEfficientNet method) load_model() (BaseModel method) (UNetEfficientNet method) load_optimizer() (BaseModel method) (BaseMulticlassClassifier method) (BaseMultilabelClassifier method) (BaseObjectDetection method) (BaseSegmentationClassifier method) (InceptionTime method) (LSTM method) (MSResNet method) (OmniScaleCNN method) (StarRNN method) (TempCNN method) (TransformerModel method) (UNetEfficientNet method) load_other_folds() (SpaceNet6Dataset method) load_patches() (BigEarthNetDataset method) load_raw() (BreizhCropsDataset method) load_transforms() (BaseDataset method) (in module aitlas.base.transforms) load_voc_format_dataset() (in module aitlas.utils.utils) loads_pickle() (in module aitlas.datasets.big_earth_net) log_loss (BaseModel attribute) (BaseObjectDetection attribute) log_metrics() (BaseModel method) logits() (LSTM method) LSTM (class in aitlas.models.lstm) LSTMSchema (class in aitlas.models.schemas) M main() (in module aitlas.run) make_adjacencyW() (in module aitlas.clustering.utils) make_dataset() (ReassignedDataset method) make_graph() (in module aitlas.clustering.utils) make_layers() (in module aitlas.models.unsupervised) make_splits() (BaseSplitTask method) map() (MultiLabelRunningScore method) (ObjectDetectionRunningScore method) map_50() (ObjectDetectionRunningScore method) MassachusettsBuildingsDataset (class in aitlas.datasets.massachusetts_buildings) MassachusettsRoadsDataset (class in aitlas.datasets.massachusetts_roads) MatDatasetSchema (class in aitlas.datasets.schemas) MinMaxNorm (class in aitlas.transforms.segmentation) MinMaxNormTranspose (class in aitlas.transforms.segmentation) MLPMixer (class in aitlas.models.mlp_mixer) MLPMixerMultilabel (class in aitlas.models.mlp_mixer) MLRSNetMultiLabelDataset (class in aitlas.datasets.mlrs_net) module aitlas.base.classification aitlas.base.config aitlas.base.datasets aitlas.base.metrics aitlas.base.models aitlas.base.object_detection aitlas.base.schemas aitlas.base.segmentation aitlas.base.tasks aitlas.base.transforms aitlas.base.visualizations aitlas.clustering.kmeans aitlas.clustering.pic aitlas.clustering.utils aitlas.datasets.aid aitlas.datasets.aid_multilabel aitlas.datasets.airs aitlas.datasets.amazon_rainforest aitlas.datasets.big_earth_net aitlas.datasets.brazilian_coffee_scenes aitlas.datasets.breizhcrops aitlas.datasets.camvid aitlas.datasets.chactun aitlas.datasets.clrs aitlas.datasets.crops_classification aitlas.datasets.dfc15_multilabel aitlas.datasets.eopatch_crops aitlas.datasets.eurosat aitlas.datasets.inria aitlas.datasets.landcover_ai aitlas.datasets.massachusetts_buildings aitlas.datasets.massachusetts_roads aitlas.datasets.mlrs_net aitlas.datasets.multiclass_classification aitlas.datasets.multilabel_classification aitlas.datasets.npz aitlas.datasets.object_detection aitlas.datasets.optimal_31 aitlas.datasets.pattern_net aitlas.datasets.planet_uas aitlas.datasets.resisc45 aitlas.datasets.rsd46_whu aitlas.datasets.rsi_cb256 aitlas.datasets.rsscn7 aitlas.datasets.sat6 aitlas.datasets.schemas aitlas.datasets.semantic_segmentation aitlas.datasets.siri_whu aitlas.datasets.so2sat aitlas.datasets.spacenet6 aitlas.datasets.uc_merced aitlas.datasets.uc_merced_multilabel aitlas.datasets.urls aitlas.datasets.whu_rs19 aitlas.metrics.classification aitlas.metrics.segmentation aitlas.models.alexnet aitlas.models.cnn_rnn aitlas.models.convnext aitlas.models.deeplabv3 aitlas.models.deeplabv3plus aitlas.models.densenet aitlas.models.efficientnet aitlas.models.efficientnet_v2 aitlas.models.fasterrcnn aitlas.models.fcn aitlas.models.hrnet aitlas.models.inceptiontime aitlas.models.lstm aitlas.models.mlp_mixer aitlas.models.msresnet aitlas.models.omniscalecnn aitlas.models.resnet aitlas.models.schemas aitlas.models.shallow aitlas.models.starrnn aitlas.models.swin_transformer aitlas.models.tempcnn aitlas.models.transformer aitlas.models.unet aitlas.models.unet_efficientnet aitlas.models.unsupervised aitlas.models.vgg aitlas.models.vision_transformer aitlas.run aitlas.tasks.evaluate aitlas.tasks.extract_features aitlas.tasks.predict aitlas.tasks.prepare aitlas.tasks.schemas aitlas.tasks.split aitlas.tasks.train aitlas.tasks.unsupervised_pre_training aitlas.tasks.visualize aitlas.transforms.big_earth_net aitlas.transforms.breizhcrops aitlas.transforms.classification aitlas.transforms.joint_transforms aitlas.transforms.object_detection aitlas.transforms.segmentation aitlas.transforms.spacenet6 aitlas.utils.segmentation_losses aitlas.utils.utils aitlas.visualizations.classification aitlas.visualizations.eopatch aitlas.visualizations.grad_cam aitlas.visualizations.segmentation MSResNet (class in aitlas.models.msresnet) MSResNetSchema (class in aitlas.models.schemas) MultiClassClassificationDataset (class in aitlas.datasets.multiclass_classification) MultiClassRunningScore (class in aitlas.base.metrics) MultiLabelClassificationDataset (class in aitlas.datasets.multilabel_classification) MultiLabelRunningScore (class in aitlas.base.metrics) N name (Accuracy attribute) (AccuracyScore attribute) (AIDDataset attribute) (AIDMultiLabelDataset attribute) (AIRSDataset attribute) (AlexNet attribute) (AlexNetMultiLabel attribute) (AmazonRainforestDataset attribute) (BaseDataset attribute) (BaseModel attribute) (BaseObjectDetectionDataset attribute) (BigEarthNetDataset attribute) (BrazilianCoffeeScenesDataset attribute) (CamVidDataset attribute) (ChactunDataset attribute) (CLRSDataset attribute) (CompositeMetric attribute) (ConvNeXtTiny attribute) (ConvNeXtTinyMultiLabel attribute) (DenseNet161 attribute) (DenseNet161MultiLabel attribute) (DFC15MultiLabelDataset attribute) (DiceCoefficient attribute) (EfficientNetB0 attribute) (EfficientNetB0MultiLabel attribute) (EfficientNetB4 attribute) (EfficientNetB4MultiLabel attribute) (EfficientNetB7 attribute) (EfficientNetB7MultiLabel attribute) (EfficientNetV2 attribute) (EfficientNetV2MultiLabel attribute) (EurosatDataset attribute) (F1Score attribute) (F1ScoreSample attribute) (FocalLoss attribute) (InriaDataset attribute) (IoU attribute) (LandCoverAiDataset attribute) (MassachusettsBuildingsDataset attribute) (MassachusettsRoadsDataset attribute) (MLPMixer attribute) (MLPMixerMultilabel attribute) (MLRSNetMultiLabelDataset attribute) (Optimal31Dataset attribute) (PatternNetDataset attribute) (PlanetUASMultiLabelDataset attribute) (PrecisionScore attribute) (RecallScore attribute) (Resisc45Dataset attribute) (ResNet152 attribute) (ResNet152MultiLabel attribute) (ResNet50 attribute) (ResNet50MultiLabel attribute) (RSD46WHUDataset attribute) (RSICB256Dataset attribute) (RSSCN7Dataset attribute) (SAT6Dataset attribute) (SemanticSegmentationDataset attribute) (SiriWhuDataset attribute) (So2SatDataset attribute) (SwinTransformer attribute) (SwinTransformerMultilabel attribute) (UcMercedDataset attribute) (UcMercedMultiLabelDataset attribute) (VGG16 attribute) (VGG16MultiLabel attribute) (VGG19 attribute) (VGG19MultiLabel attribute) (VisionTransformer attribute) (VisionTransformerMultilabel attribute) (WHURS19Dataset attribute) NormalizeAllBands (class in aitlas.transforms.big_earth_net) NpzDataset (class in aitlas.datasets.npz) NPZDatasetSchema (class in aitlas.datasets.schemas) O ObjectConfig (class in aitlas.base.config) ObjectDetectionCocoDataset (class in aitlas.datasets.object_detection) ObjectDetectionCocoDatasetSchema (class in aitlas.datasets.schemas) ObjectDetectionPascalDataset (class in aitlas.datasets.object_detection) ObjectDetectionPascalDatasetSchema (class in aitlas.datasets.schemas) ObjectDetectionRunningScore (class in aitlas.base.metrics) OmniScaleCNN (class in aitlas.models.omniscalecnn) OmniScaleCNNSchema (class in aitlas.models.schemas) Optimal31Dataset (class in aitlas.datasets.optimal_31) OptimizeTask (class in aitlas.tasks.train) OptimizeTaskSchema (class in aitlas.tasks.schemas) opts (BaseClassifierSchema attribute) (BaseDatasetSchema attribute) (BaseModelSchema attribute) (BaseObjectDetectionSchema attribute) (BaseSegmentationClassifierSchema attribute) (BaseTaskShema attribute) (BaseTransformsSchema attribute) (BigEarthNetSchema attribute) (BreizhCropsSchema attribute) (ClassificationDatasetSchema attribute) (CNNRNNModelSchema attribute) (CropsDatasetSchema attribute) (EvaluateTaskSchema attribute) (ExtractFeaturesTaskSchema attribute) (InceptionTimeSchema attribute) (LSTMSchema attribute) (MatDatasetSchema attribute) (MSResNetSchema attribute) (NPZDatasetSchema attribute) (ObjectConfig attribute) (ObjectDetectionCocoDatasetSchema attribute) (ObjectDetectionPascalDatasetSchema attribute) (OmniScaleCNNSchema attribute) (OptimizeTaskSchema attribute) (ParameterSchema attribute) (PredictTaskSchema attribute) (PrepareTaskSchema attribute) (RunConfig attribute) (SegmentationDatasetSchema attribute) (So2SatDatasetSchema attribute) (SpaceNet6DatasetSchema attribute) (SplitObjectSchema attribute) (SplitSetObjectSchema attribute) (SplitTaskSchema attribute) (StarRNNSchema attribute) (TempCNNSchema attribute) (TrainAndEvaluateTaskSchema attribute) (TrainTaskSchema attribute) (TransformerModelSchema attribute) (UNetEfficientNetModelSchema attribute) (UnsupervisedDeepMulticlassClassifierSchema attribute) (VisualizeSplitObjectSchema attribute) (VisualizeSplitSetObjectSchema attribute) (VisualizeTaskSchema attribute) P Pad (class in aitlas.transforms.segmentation) ParameterSchema (class in aitlas.tasks.schemas) parcel_distribution_table() (BreizhCropsDataset method) (CropsDataset method) parse_img_id() (in module aitlas.utils.utils) parse_json_labels() (in module aitlas.datasets.big_earth_net) PatternNetDataset (class in aitlas.datasets.pattern_net) perform_split() (BaseSplitTask method) (RandomSplitTask method) (StratifiedSplitTask method) PIC (class in aitlas.clustering.pic) pil_loader() (in module aitlas.utils.utils) PlanetUASMultiLabelDataset (class in aitlas.datasets.planet_uas) plot() (BaseDetailedVisualization method) (BaseVisualization method) (ImageLabelsVisualization method) (ImageMaskPredictionVisualization method) (PrecisionRecallCurve method) plot_confusion_matrix() (in module aitlas.visualizations.classification) plot_multiclass_confusion_matrix() (in module aitlas.visualizations.classification) plot_multilabel_confusion_matrix() (in module aitlas.visualizations.classification) plot_prediction() (ImageLabelsVisualization method) plot_segmenation() (ImageMaskPredictionVisualization method) polygon_to_mask() (in module aitlas.datasets.spacenet6) post_process() (in module aitlas.models.unet_efficientnet) post_process_single() (in module aitlas.models.unet_efficientnet) precision() (MultiClassRunningScore method) (MultiLabelRunningScore method) (RunningScore method) precision_recall_curve() (in module aitlas.visualizations.classification) PrecisionRecallCurve (class in aitlas.visualizations.classification) PrecisionScore (class in aitlas.metrics.classification) predict() (BaseModel method) predict_image() (BaseModel method) predict_masks() (BaseModel method) predict_output_per_batch() (BaseModel method) (BaseObjectDetection method) PredictEOPatchTask (class in aitlas.tasks.predict) PredictSegmentationTask (class in aitlas.tasks.predict) PredictTask (class in aitlas.tasks.predict) PredictTaskSchema (class in aitlas.tasks.schemas) prepare() (BaseDataset method) (BaseModel method) (BigEarthNetDataset method) (in module aitlas.datasets.brazilian_coffee_scenes) (in module aitlas.datasets.mlrs_net) (in module aitlas.datasets.planet_uas) (SpaceNet6Dataset method) PrepareTask (class in aitlas.tasks.prepare) PrepareTaskSchema (class in aitlas.tasks.schemas) PrepBigEarthNetDataset (class in aitlas.datasets.big_earth_net) preprocess() (BreizhCropsDataset method) (CropsDataset method) (EOPatchCrops method) preprocess_features() (in module aitlas.clustering.utils) process_image() (in module aitlas.datasets.spacenet6) process_to_lmdb() (BigEarthNetDataset method) R RandomFlipHVToTensor (class in aitlas.transforms.classification) RandomSplitTask (class in aitlas.tasks.split) re_map_labels() (MultiClassClassificationDataset method) (MultiLabelClassificationDataset method) (SAT6Dataset method) ReassignedDataset (class in aitlas.clustering.utils) recall() (MultiClassRunningScore method) (MultiLabelRunningScore method) (RunningScore method) RecallScore (class in aitlas.metrics.classification) release() (ActivationsAndGradients method) report() (BaseModel method) (BaseMulticlassClassifier method) (BaseMultilabelClassifier method) reset() (MultiLabelRunningScore method) (ObjectDetectionRunningScore method) (RunningScore method) reset_parameters() (StarCell method) reshape_transform() (in module aitlas.visualizations.grad_cam) Resisc45Dataset (class in aitlas.datasets.resisc45) Resize (class in aitlas.transforms.joint_transforms) Resize1ToTensor (class in aitlas.transforms.classification) ResizeCenterCropFlipHVToTensor (class in aitlas.transforms.classification) ResizeCenterCropToTensor (class in aitlas.transforms.classification) ResizePerChannelToTensor (class in aitlas.transforms.segmentation) ResizeRandomCropFlipHVToTensor (class in aitlas.transforms.classification) ResizeToTensor (class in aitlas.transforms.segmentation) ResizeToTensorNormalizeRGB (class in aitlas.transforms.big_earth_net) ResizeToTensorV2 (class in aitlas.transforms.joint_transforms) ResNet152 (class in aitlas.models.resnet) ResNet152MultiLabel (class in aitlas.models.resnet) ResNet50 (class in aitlas.models.resnet) ResNet50MultiLabel (class in aitlas.models.resnet) roc_auc_score() (MultiLabelRunningScore method) RSD46WHUDataset (class in aitlas.datasets.rsd46_whu) RSICB256Dataset (class in aitlas.datasets.rsi_cb256) RSSCN7Dataset (class in aitlas.datasets.rsscn7) run() (BaseSplitTask method) (BaseTask method) (EvaluateTask method) (ExtractFeaturesTask method) (in module aitlas.run) (OptimizeTask method) (PredictEOPatchTask method) (PredictSegmentationTask method) (PredictTask method) (PrepareTask method) (TrainAndEvaluateTask method) (TrainTask method) (VisualizeTask method) run_kmeans() (in module aitlas.clustering.utils) run_pic() (in module aitlas.clustering.utils) RunConfig (class in aitlas.base.config) RunningScore (class in aitlas.base.metrics) S SampaddingConv1D_BN (class in aitlas.models.omniscalecnn) SAT6Dataset (class in aitlas.datasets.sat6) saturation() (in module aitlas.transforms.spacenet6) save_activation() (ActivationsAndGradients method) save_best_model() (in module aitlas.utils.utils) save_gradient() (ActivationsAndGradients method) save_image() (BigEarthNetDataset method) save_model() (BaseModel method) save_predicted_masks() (in module aitlas.visualizations.segmentation) save_split() (BaseSplitTask method) scale_cam_image() (in module aitlas.visualizations.grad_cam) schema (BaseDataset attribute) (BaseModel attribute) (BaseMulticlassClassifier attribute) (BaseMultilabelClassifier attribute) (BaseObjectDetection attribute) (BaseSegmentationClassifier attribute) (BaseSplitTask attribute) (BaseTransforms attribute) (BigEarthNetDataset attribute) (BreizhCropsDataset attribute) (CNNRNN attribute) (Configurable attribute) (CropsDataset attribute) (EvaluateTask attribute) (ExtractFeaturesTask attribute) (InceptionTime attribute) (LSTM attribute) (MSResNet attribute) (MultiClassClassificationDataset attribute) (MultiLabelClassificationDataset attribute) (NpzDataset attribute) (ObjectDetectionCocoDataset attribute) (ObjectDetectionPascalDataset attribute) (OmniScaleCNN attribute) (OptimizeTask attribute) (PredictEOPatchTask attribute) (PredictSegmentationTask attribute) (PredictTask attribute) (PrepareTask attribute) (SAT6Dataset attribute) (SemanticSegmentationDataset attribute) (So2SatDataset attribute) (SpaceNet6Dataset attribute) (StarRNN attribute) (TempCNN attribute) (TrainAndEvaluateTask attribute) (TrainTask attribute) (TransformerModel attribute) (UNetEfficientNet attribute) (UnsupervisedDeepMulticlassClassifier attribute) (VisualizeTask attribute) SegmentationDatasetSchema (class in aitlas.datasets.schemas) SegmentationRunningScore (class in aitlas.base.metrics) SelectBands (class in aitlas.transforms.breizhcrops) SemanticSegmentationDataset (class in aitlas.datasets.semantic_segmentation) ShallowCNNNet (class in aitlas.models.shallow) ShallowCNNNetMultilabel (class in aitlas.models.shallow) show_batch() (BaseDataset method) (BaseObjectDetectionDataset method) (BigEarthNetDataset method) (MultiClassClassificationDataset method) (MultiLabelClassificationDataset method) (NpzDataset method) (SAT6Dataset method) (So2SatDataset method) show_cam_on_image() (in module aitlas.visualizations.grad_cam) show_image() (BaseDataset method) (BaseObjectDetectionDataset method) (BigEarthNetDataset method) (ChactunDataset method) (CropsDataset method) (MultiClassClassificationDataset method) (MultiLabelClassificationDataset method) (NpzDataset method) (SAT6Dataset method) (SemanticSegmentationDataset method) (So2SatDataset method) show_samples() (BaseDataset method) (BreizhCropsDataset method) (CropsDataset method) (MultiClassClassificationDataset method) (MultiLabelClassificationDataset method) (NpzDataset method) (ObjectDetectionCocoDataset method) (So2SatDataset method) show_timeseries() (BreizhCropsDataset method) (CropsDataset method) SiriWhuDataset (class in aitlas.datasets.siri_whu) So2SatDataset (class in aitlas.datasets.so2sat) So2SatDatasetSchema (class in aitlas.datasets.schemas) SpaceNet6Dataset (class in aitlas.datasets.spacenet6) SpaceNet6DatasetSchema (class in aitlas.datasets.schemas) SpaceNet6Transforms (class in aitlas.transforms.spacenet6) split() (BaseSplitTask method) (EOPatchCrops method) split_images() (in module aitlas.datasets.landcover_ai) (in module aitlas.utils.utils) SplitObjectSchema (class in aitlas.tasks.schemas) SplitSetObjectSchema (class in aitlas.tasks.schemas) SplitTaskSchema (class in aitlas.tasks.schemas) StarCell (class in aitlas.models.starrnn) StarLayer (class in aitlas.models.starrnn) StarRNN (class in aitlas.models.starrnn) StarRNNSchema (class in aitlas.models.schemas) StratifiedSplitTask (class in aitlas.tasks.split) stringify() (in module aitlas.utils.utils) submit_inria_results() (in module aitlas.utils.utils) SwinTransformer (class in aitlas.models.swin_transformer) SwinTransformerMultilabel (class in aitlas.models.swin_transformer) T TempCNN (class in aitlas.models.tempcnn) TempCNNSchema (class in aitlas.models.schemas) tiff_loader() (in module aitlas.utils.utils) ToTensorAllBands (class in aitlas.transforms.big_earth_net) ToTensorResize (class in aitlas.transforms.big_earth_net) ToTensorResizeCenterCrop (class in aitlas.transforms.big_earth_net) ToTensorResizeRandomCropFlipHV (class in aitlas.transforms.big_earth_net) train_and_evaluate_model() (BaseModel method) (UNetEfficientNet method) train_epoch() (BaseModel method) (BaseObjectDetection method) (UnsupervisedDeepMulticlassClassifier method) train_model() (BaseModel method) TrainAndEvaluateTask (class in aitlas.tasks.train) TrainAndEvaluateTaskSchema (class in aitlas.tasks.schemas) training (AlexNet attribute) (AlexNetMultiLabel attribute) (BaseModel attribute) (BaseMulticlassClassifier attribute) (BaseMultilabelClassifier attribute) (BaseObjectDetection attribute) (BaseSegmentationClassifier attribute) (BasicBlock3x3 attribute) (BasicBlock5x5 attribute) (BasicBlock7x7 attribute) (build_layer_with_layer_parameter attribute) (CNNRNN attribute) (Conv1D_BatchNorm_Relu_Dropout attribute) (ConvNeXtTiny attribute) (ConvNeXtTinyMultiLabel attribute) (DecoderRNN attribute) (DeepLabV3 attribute) (DeepLabV3Plus attribute) (DenseNet161 attribute) (DenseNet161MultiLabel attribute) (DiceLoss attribute), [1] (EfficientNetB0 attribute) (EfficientNetB0MultiLabel attribute) (EfficientNetB4 attribute) (EfficientNetB4MultiLabel attribute) (EfficientNetB7 attribute) (EfficientNetB7MultiLabel attribute) (EfficientNetV2 attribute) (EfficientNetV2MultiLabel attribute) (EncoderCNN attribute) (FasterRCNN attribute) (FC_BatchNorm_Relu_Dropout attribute) (FCN attribute) (Flatten attribute), [1] (FocalLoss attribute) (FocalLoss2d attribute) (GenEfficientNet attribute) (HRNet attribute) (HRNetModule attribute) (HRNetSegHead attribute) (InceptionModule attribute) (InceptionTime attribute) (LSTM attribute) (MLPMixer attribute) (MLPMixerMultilabel attribute) (MSResNet attribute) (OmniScaleCNN attribute) (ResNet152 attribute) (ResNet152MultiLabel attribute) (ResNet50 attribute) (ResNet50MultiLabel attribute) (SampaddingConv1D_BN attribute) (ShallowCNNNet attribute) (ShallowCNNNetMultilabel attribute) (StarCell attribute) (StarLayer attribute) (StarRNN attribute) (SwinTransformer attribute) (SwinTransformerMultilabel attribute) (TempCNN attribute) (TransformerModel attribute) (Unet attribute) (UNetEfficientNet attribute) (UnsupervisedDeepMulticlassClassifier attribute) (VGG attribute) (VGG16 attribute) (VGG16MultiLabel attribute) (VGG19 attribute) (VGG19MultiLabel attribute) (VisionTransformer attribute) (VisionTransformerMultilabel attribute) TrainTask (class in aitlas.tasks.train) TrainTaskSchema (class in aitlas.tasks.schemas) TransformerModel (class in aitlas.models.transformer) TransformerModelSchema (class in aitlas.models.schemas) Transpose (class in aitlas.transforms.segmentation) U UcMercedDataset (class in aitlas.datasets.uc_merced) UcMercedMultiLabelDataset (class in aitlas.datasets.uc_merced_multilabel) Unet (class in aitlas.models.unet) UNetEfficientNet (class in aitlas.models.unet_efficientnet) UNetEfficientNetModelSchema (class in aitlas.models.schemas) UnifLabelSampler (class in aitlas.models.unsupervised) UnsupervisedDeepMulticlassClassifier (class in aitlas.models.unsupervised) UnsupervisedDeepMulticlassClassifierSchema (class in aitlas.models.schemas) untar() (in module aitlas.datasets.breizhcrops) unzip() (in module aitlas.datasets.breizhcrops) update() (MultiLabelRunningScore method) (ObjectDetectionRunningScore method) (RunningScore method) (SegmentationRunningScore method) update_json_labels() (in module aitlas.datasets.big_earth_net) update_to() (DownloadProgressBar method), [1] url (AIDDataset attribute) (AIDMultiLabelDataset attribute) (AIRSDataset attribute) (AmazonRainforestDataset attribute) (BrazilianCoffeeScenesDataset attribute) (CamVidDataset attribute) (CLRSDataset attribute) (DFC15MultiLabelDataset attribute) (EurosatDataset attribute) (InriaDataset attribute) (LandCoverAiDataset attribute) (MassachusettsBuildingsDataset attribute) (MassachusettsRoadsDataset attribute) (MLRSNetMultiLabelDataset attribute) (Optimal31Dataset attribute) (PatternNetDataset attribute) (PlanetUASMultiLabelDataset attribute) (Resisc45Dataset attribute) (RSD46WHUDataset attribute) (RSICB256Dataset attribute) (RSSCN7Dataset attribute) (SAT6Dataset attribute) (SiriWhuDataset attribute) (So2SatDataset attribute) (UcMercedMultiLabelDataset attribute) (WHURS19Dataset attribute) V VGG (class in aitlas.models.unsupervised) VGG16 (class in aitlas.models.vgg) vgg16() (in module aitlas.models.unsupervised) VGG16MultiLabel (class in aitlas.models.vgg) VGG19 (class in aitlas.models.vgg) VGG19MultiLabel (class in aitlas.models.vgg) VisionTransformer (class in aitlas.models.vision_transformer) VisionTransformerMultilabel (class in aitlas.models.vision_transformer) VisualizeSplitObjectSchema (class in aitlas.tasks.schemas) VisualizeSplitSetObjectSchema (class in aitlas.tasks.schemas) VisualizeTask (class in aitlas.tasks.visualize) VisualizeTaskSchema (class in aitlas.tasks.schemas) W weights() (MultiClassRunningScore method) (MultiLabelRunningScore method) (RunningScore method) WHURS19Dataset (class in aitlas.datasets.whu_rs19) write_h5_database_from_csv() (BreizhCropsDataset method) write_index() (BreizhCropsDataset method) (EOPatchCrops method)
